[ FreeCourseWeb.com ] Oreilly - Managing Machine Learning Projects, Video Edition
File List
- ~Get Your Files Here !/052. Chapter 8. Testing processes.mp4 69.9 MB
- ~Get Your Files Here !/038. Chapter 6. EDA, ethics, and baseline evaluations.mp4 58.5 MB
- ~Get Your Files Here !/060. Chapter 9. Implementing the production system.mp4 57.0 MB
- ~Get Your Files Here !/016. Chapter 3. Create an estimate.mp4 49.4 MB
- ~Get Your Files Here !/043. Chapter 6. The Bike Shop Pre-modelling.mp4 47.3 MB
- ~Get Your Files Here !/035. Chapter 5. Building data pipelines.mp4 44.8 MB
- ~Get Your Files Here !/033. Chapter 5. Understanding the data.mp4 39.6 MB
- ~Get Your Files Here !/055. Chapter 8. The Bike Shop sprint 2.mp4 37.1 MB
- ~Get Your Files Here !/058. Chapter 9. Types of ML implementations.mp4 31.2 MB
- ~Get Your Files Here !/069. Chapter 10. Off your hands and into production.mp4 30.7 MB
- ~Get Your Files Here !/046. Chapter 7. Feature engineering and data augmentation.mp4 30.5 MB
- ~Get Your Files Here !/030. Chapter 4. Bike Shop project setup.mp4 30.4 MB
- ~Get Your Files Here !/019. Chapter 3. The Bike Shop pre-sales.mp4 28.8 MB
- ~Get Your Files Here !/009. Chapter 2. Project requirements.mp4 27.6 MB
- ~Get Your Files Here !/048. Chapter 7. Making models with ML.mp4 27.3 MB
- ~Get Your Files Here !/053. Chapter 8. Model selection.mp4 26.0 MB
- ~Get Your Files Here !/026. Chapter 4. The data story.mp4 25.9 MB
- ~Get Your Files Here !/034. Chapter 5. Business problem refinement, UX, and application design.mp4 24.7 MB
- ~Get Your Files Here !/061. Chapter 9. Logging, monitoring, management, feedback, and documentation.mp4 21.5 MB
- ~Get Your Files Here !/012. Chapter 2. Corporate responsibility, regulation, and ethical considerations.mp4 20.2 MB
- ~Get Your Files Here !/001. Chapter 1. Introduction Delivering machine learning projects is hard; let’s do it better.mp4 18.9 MB
- ~Get Your Files Here !/036. Chapter 5. Model repository and model versioning.mp4 17.9 MB
- ~Get Your Files Here !/007. Chapter 2. Pre-project From opportunity to requirements.mp4 17.9 MB
- ~Get Your Files Here !/015. Chapter 3. Pre-project From requirements to proposal.mp4 17.6 MB
- ~Get Your Files Here !/010. Chapter 2. Data.mp4 17.3 MB
- ~Get Your Files Here !/066. Chapter 9. The Bike Shop sprint 3.mp4 15.9 MB
- ~Get Your Files Here !/013. Chapter 2. Development architecture and process.mp4 14.3 MB
- ~Get Your Files Here !/003. Chapter 1. Other machine learning methodologies.mp4 13.7 MB
- ~Get Your Files Here !/002. Chapter 1. Why is ML important.mp4 13.6 MB
- ~Get Your Files Here !/057. Chapter 9. Sprint 3 system building and production.mp4 10.3 MB
- ~Get Your Files Here !/045. Chapter 7. Making useful models with ML.mp4 10.0 MB
- ~Get Your Files Here !/051. Chapter 8. Testing and selection.mp4 9.2 MB
- ~Get Your Files Here !/025. Chapter 4. Infrastructure plan.mp4 9.0 MB
- ~Get Your Files Here !/070. Chapter 10. Team post-project review.mp4 8.4 MB
- ~Get Your Files Here !/039. Chapter 6. Ethics checkpoint.mp4 7.9 MB
- ~Get Your Files Here !/041. Chapter 6. What if there are problems.mp4 7.7 MB
- ~Get Your Files Here !/071. Chapter 10. Improving practice.mp4 6.9 MB
- ~Get Your Files Here !/049. Chapter 7. Stinky, dirty, no good, smelly models.mp4 6.7 MB
- ~Get Your Files Here !/004. Chapter 1. Understanding this book.mp4 6.3 MB
- ~Get Your Files Here !/028. Chapter 4. Project roadmap.mp4 6.2 MB
- ~Get Your Files Here !/018. Chapter 3. Pre-projectpre-sales checklist.mp4 6.2 MB
- ~Get Your Files Here !/008. Chapter 2. Project management infrastructure.mp4 6.2 MB
- ~Get Your Files Here !/059. Chapter 9. Nonfunctional review.mp4 5.7 MB
- ~Get Your Files Here !/062. Chapter 9. Pre-release testing.mp4 5.4 MB
- ~Get Your Files Here !/020. Chapter 3. Pre-project postscript.mp4 5.0 MB
- ~Get Your Files Here !/011. Chapter 2. Security and privacy.mp4 4.9 MB
- ~Get Your Files Here !/064. Chapter 9. Promotion to production.mp4 4.9 MB
- ~Get Your Files Here !/022. Chapter 4. Getting started.mp4 4.7 MB
- ~Get Your Files Here !/054. Chapter 8. Post modelling checklist.mp4 4.3 MB
- ~Get Your Files Here !/032. Chapter 5. Diving into the problem.mp4 4.3 MB
- ~Get Your Files Here !/067. Chapter 9. Summary.mp4 4.2 MB
- ~Get Your Files Here !/056. Chapter 8. Summary.mp4 4.1 MB
- ~Get Your Files Here !/027. Chapter 4. Privacy, security, and an ethics plan.mp4 3.8 MB
- ~Get Your Files Here !/023. Chapter 4. Finalize team design and resourcing.mp4 3.6 MB
- ~Get Your Files Here !/040. Chapter 6. Baseline models and performance.mp4 3.5 MB
- ~Get Your Files Here !/017. Chapter 3. Pre-salespre-project administration.mp4 3.4 MB
- ~Get Your Files Here !/063. Chapter 9. Ethics review.mp4 3.4 MB
- ~Get Your Files Here !/072. Chapter 10. New technology adoption.mp4 3.2 MB
- ~Get Your Files Here !/005. Chapter 1. Case study The Bike Shop.mp4 2.7 MB
- ~Get Your Files Here !/075. Chapter 10. Summary.mp4 2.7 MB
- ~Get Your Files Here !/037. Chapter 5. Summary.mp4 2.5 MB
- ~Get Your Files Here !/050. Chapter 7. Summary.mp4 2.5 MB
- ~Get Your Files Here !/029. Chapter 4. Sprint 0 checklist.mp4 2.5 MB
- ~Get Your Files Here !/074. Chapter 10. Goodbye and good luck.mp4 2.3 MB
- ~Get Your Files Here !/014. Chapter 2. Summary.mp4 2.2 MB
- ~Get Your Files Here !/065. Chapter 9. You aren’t done yet.mp4 2.1 MB
- ~Get Your Files Here !/031. Chapter 4. Summary.mp4 2.1 MB
- ~Get Your Files Here !/073. Chapter 10. Case study.mp4 1.9 MB
- ~Get Your Files Here !/006. Chapter 1. Summary.mp4 1.9 MB
- ~Get Your Files Here !/068. Chapter 10. Post project (sprint Ω).mp4 1.8 MB
- ~Get Your Files Here !/021. Chapter 3. Summary.mp4 1.5 MB
- ~Get Your Files Here !/042. Chapter 6. Pre-modeling checklist.mp4 843.8 KB
- ~Get Your Files Here !/Bonus Resources.txt 386 bytes
- Get Bonus Downloads Here.url 183 bytes
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